Songyan Xue

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 17

Top Topics

Signal Detection

Unsupervised Feature Learning

Top Venues

Publications

Hongzhi Chen, Lifu Liu, Songyan Xue, Yan Sun, Jiyong Pang
Active Sensing for Beam Management: A Deep-Learning Approach. WCNC (2023)
Yuchen Feng, Ying Zhang, Fan Fei, Jin Wu, Yixin Wu, Songyan Xue, Jinyan Fan
Exploiting Channel Sparsity in Massive MIMO Blind Signal Detection via ℓ2-ℓ1 Optimization Over the Stiefel Manifold. SPAWC (2023)
Songyan Xue, Yi Ma, Na Yi
End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels. IEEE Trans. Wirel. Commun. 20 (9) (2021)
Jiuyu Liu, Yi Ma, Jinfei Wang, Na Yi, Rahim Tafazolli, Songyan Xue, Fan Wang
A Non-Stationary Channel Model with Correlated NLoS/LoS States for ELAA-mMIMO. GLOBECOM (2021)
Lifu Liu, Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli
On the Design of Quantization Functions for Uplink Massive MIMO with Low-Resolution ADCs. VTC Spring (2021)
Yu Gao, Songyan Xue, Mengying Ding, Jinlin Peng, Jiyong Pang
Exploring Extended Reality with Flexible Spectrum Access in Wireless Cellular Network. PIMRC (2021)
Jiuyu Liu, Yi Ma, Jinfei Wang, Na Yi, Songyan Xue, Rahim Tafazolli, Fan Wang
A Non-Stationary Channel Model with Correlated NLoS/LoS States for ELAA-mMIMO. CoRR (2021)
Songyan Xue, Yi Ma, Na Yi
End-to-End Learning for Uplink MU-SIMO Joint Transmitter and Non-Coherent Receiver Design in Fading Channels. CoRR (2021)
Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli
On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems. PIMRC (2020)
Songyan Xue, Yi Ma, Rahim Tafazolli
An Orthogonal-SGD Based Learning Approach for MIMO Detection under Multiple Channel Models. ICC Workshops (2020)
Songyan Xue, Yi Ma, Na Yi, Terence E. Dodgson
A Modular Neural Network Based Deep Learning Approach for MIMO Signal Detection. CoRR (2020)
Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli
On Deep Learning Solutions for Joint Transmitter and Noncoherent Receiver Design in MU-MIMO Systems. CoRR (2020)
Jinfei Wang, Yi Ma, Songyan Xue, Na Yi, Rahim Tafazolli, Terence E. Dodgson
Parallel Decoding for Non-recursive Convolutional Codes and Its Enhancement Through Artificial Neural Networks. SPAWC (2019)
Songyan Xue, Yi Ma, Na Yi, Rahim Tafazolli
Unsupervised Deep Learning for MU-SIMO Joint Transmitter and Noncoherent Receiver Design. IEEE Wirel. Commun. Lett. 8 (1) (2019)
Songyan Xue, Yi Ma, Ang Li, Na Yi, Rahim Tafazolli
On Unsupervised Deep Learning Solutions for Coherent MU-SIMO Detection in Fading Channels. ICC (2019)
Ang Li, Yi Ma, Songyan Xue, Na Yi, Rahim Tafazolli, Terence E. Dodgson
Unsupervised Deep Learning for Blind Multiuser Frequency Synchronization in OFDMA Uplink. ICC (2019)
Ang Li, Yi Me, Songyan Xue, Na Yi, Rahim Tafazolli
A Carrier-Frequency-Offset Resilient OFDMA Receiver Designed Through Machine Deep Learning. PIMRC (2018)